SOTAVerified

Dialogue Generation

Dialogue generation is the task of "understanding" natural language inputs - within natural language processing in order to produce output. The systems are usually intended for conversing with humans, for instance back and forth dialogue with a conversation agent like a chatbot. Some example benchmarks for this task (see others such as Natural Language Understanding) include FusedChat and Ubuntu DIalogue Corpus (UDC). Models can be evaluated via metrics such as BLEU, ROUGE, and METEOR albeit with challenges in terms of weak correlation with human judgement, that may be addressed by new ones like UnSupervised and Reference-free (USR) and Metric for automatic Unreferenced dialog evaluation (MaUde).

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 606 papers

TitleStatusHype
Contrastive Speaker-Aware Learning for Multi-party Dialogue Generation with LLMs—0
Single- vs. Dual-Prompt Dialogue Generation with LLMs for Job Interviews in Human Resources—0
Fine-Tuning Qwen 2.5 3B for Realistic Movie Dialogue Generation—0
Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent BiasesCode0
Exploring Persona Sentiment Sensitivity in Personalized Dialogue Generation—0
PsyPlay: Personality-Infused Role-Playing Conversational Agents—0
Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation—0
TV-Dialogue: Crafting Theme-Aware Video Dialogues with Immersive Interaction—0
Advancing Multi-Party Dialogue Framework with Speaker-ware Contrastive Learning—0
Leveraging Chain of Thought towards Empathetic Spoken Dialogue without Corresponding Question-Answering Data—0
Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMsCode0
BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response GenerationCode0
Real-Time Textless Dialogue GenerationCode0
SLIDE: Integrating Speech Language Model with LLM for Spontaneous Spoken Dialogue GenerationCode0
STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling—0
Multi-Party Supervised Fine-tuning of Language Models for Multi-Party Dialogue Generation—0
Intent-Aware Dialogue Generation and Multi-Task Contrastive Learning for Multi-Turn Intent Classification—0
Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey—0
Music Discovery Dialogue Generation Using Human Intent Analysis and Large Language ModelsCode0
A Static and Dynamic Attention Framework for Multi Turn Dialogue Generation—0
A Stack-Propagation Framework for Low-Resource Personalized Dialogue Generation—0
Policy-driven Knowledge Selection and Response Generation for Document-grounded Dialogue—0
An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation—0
Listening to Patients: A Framework of Detecting and Mitigating Patient Misreport for Medical Dialogue Generation—0
PersoBench: Benchmarking Personalized Response Generation in Large Language ModelsCode0
A Two-Stage Proactive Dialogue Generator for Efficient Clinical Information Collection Using Large Language Model—0
DiaSynth: Synthetic Dialogue Generation Framework for Low Resource Dialogue Applications—0
MADial-Bench: Towards Real-world Evaluation of Memory-Augmented Dialogue Generation—0
LLMR: Knowledge Distillation with a Large Language Model-Induced Reward—0
ReflectDiffu:Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework—0
UPCS: Unbiased Persona Construction for Dialogue Generation—0
User-Specific Dialogue Generation with User Profile-Aware Pre-Training Model and Parameter-Efficient Fine-Tuning—0
Enhancing Dialogue Generation in Werewolf Game Through Situation Analysis and Persuasion Strategies—0
ChatZero:Zero-shot Cross-Lingual Dialogue Generation via Pseudo-Target Language—0
An End-to-End Model for Photo-Sharing Multi-modal Dialogue GenerationCode0
Style-Talker: Finetuning Audio Language Model and Style-Based Text-to-Speech Model for Fast Spoken Dialogue Generation—0
Synthetic Patient-Physician Dialogue Generation from Clinical Notes Using LLM—0
Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing Strategies—0
Self-Emotion Blended Dialogue Generation in Social Simulation Agents—0
What if Red Can Talk? Dynamic Dialogue Generation Using Large Language Models—0
J-CHAT: Japanese Large-scale Spoken Dialogue Corpus for Spoken Dialogue Language Modeling—0
A Factuality and Diversity Reconciled Decoding Method for Knowledge-Grounded Dialogue Generation—0
Investigating the Effects of Large-Scale Pseudo-Stereo Data and Different Speech Foundation Model on Dialogue Generative Spoken Language Model—0
MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space—0
Learning Retrieval Augmentation for Personalized Dialogue GenerationCode0
Data Augmentation of Multi-turn Psychological Dialogue via Knowledge-driven Progressive Thought Prompting—0
Rapport-Driven Virtual Agent: Rapport Building Dialogue Strategy for Improving User Experience at First MeetingCode0
A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue GenerationCode0
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation—0
Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation—0
Show:102550
← PrevPage 4 of 13Next →
All datasetsPersona-ChatFusedChatHarry Potter Dialogue DatasetAmazon-5CMU DoGPG-19Reddit (multi-ref)Twitter Dialogue (Noun)Twitter Dialogue (Tense)Ubuntu Dialogue (Activity)Ubuntu Dialogue (Cmd)Ubuntu Dialogue (Entity)

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LMEDRAvg F121.99—Unverified
2P^2 BotAvg F119.77—Unverified
3TransferTransfoAvg F119.09—Unverified
4Seq2Seq + AttentionAvg F116.18—Unverified
5Synthesizer (R+V)BLEU-114.7—Unverified
6KV Profile MemoryAvg F111.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Classification-based modelSlot Accuracy0.97—Unverified
2Two-in-one modelSlot Accuracy0.97—Unverified
#ModelMetricClaimedVerifiedStatus
1EVAmauve0.97—Unverified
2Per-BOBmauve0.95—Unverified
#ModelMetricClaimedVerifiedStatus
1mm1 in 10 R@25—Unverified
#ModelMetricClaimedVerifiedStatus
1∞-former (Sticky memories)F19.01—Unverified
#ModelMetricClaimedVerifiedStatus
1∞-former (Sticky memories + initialized GPT-2 Small)Perplexity32.48—Unverified
#ModelMetricClaimedVerifiedStatus
1SpaceFusioninterest (human)2.53—Unverified
#ModelMetricClaimedVerifiedStatus
1MrRNN Act.-Ent.F14.63—Unverified
#ModelMetricClaimedVerifiedStatus
1MrRNN Act.-Ent.Accuracy34.48—Unverified
#ModelMetricClaimedVerifiedStatus
1MrRNN Act.-Ent.F111.43—Unverified
#ModelMetricClaimedVerifiedStatus
1MrRNN Act.-Ent.Accuracy95.04—Unverified
#ModelMetricClaimedVerifiedStatus
1MrRNN Act.-Ent.F13.72—Unverified
#ModelMetricClaimedVerifiedStatus
1MrRNN Act.-Ent.Accuracy29.01—Unverified